Pandas Profiling Report

Dataset statistics

Number of variables	26
Number of observations	8640
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.7 MiB
Average record size in memory	208.0 B

Variable types

DateTime	1
Numeric	25

Alerts

`T_ext` is highly correlated with `T_int` and 4 other fields	High correlation
`T_int` is highly correlated with `T_ext` and 5 other fields	High correlation
`BIPVT_outletT` is highly correlated with `T_ext` and 6 other fields	High correlation
`BIPVT_dT` is highly correlated with `BIPVT_heat` and 4 other fields	High correlation
`BIPVT_heat` is highly correlated with `BIPVT_outletT` and 6 other fields	High correlation
`geo_heat` is highly correlated with `heating_total` and 5 other fields	High correlation
`heating_total` is highly correlated with `geo_heat` and 5 other fields	High correlation
`cooling_total` is highly correlated with `cooling_slab_ratio`	High correlation
`window_state` is highly correlated with `T_ext` and 4 other fields	High correlation
`heating_slab_ratio` is highly correlated with `Q_slab_heating` and 1 other fields	High correlation
`cooling_slab_ratio` is highly correlated with `cooling_total`	High correlation
`T_slab` is highly correlated with `T_int` and 2 other fields	High correlation
`T_room_air_over_slab` is highly correlated with `T_ext` and 5 other fields	High correlation
`T_room_air_no_slab` is highly correlated with `T_ext` and 5 other fields	High correlation
`cons` is highly correlated with `geo_heat` and 9 other fields	High correlation
`prod` is highly correlated with `BIPVT_outletT` and 6 other fields	High correlation
`cons_noHVAC` is highly correlated with `cons`	High correlation
`Q_slab_heating` is highly correlated with `geo_heat` and 6 other fields	High correlation
`Q_slab` is highly correlated with `geo_heat` and 6 other fields	High correlation
`Q_rest_heating` is highly correlated with `geo_heat` and 5 other fields	High correlation
`Q_rest` is highly correlated with `geo_heat` and 5 other fields	High correlation
`DNI` is highly correlated with `BIPVT_dT` and 5 other fields	High correlation
`GHI` is highly correlated with `BIPVT_dT` and 6 other fields	High correlation
`DHI` is highly correlated with `BIPVT_heat` and 5 other fields	High correlation
`solar_projected_PV` is highly correlated with `BIPVT_dT` and 6 other fields	High correlation
`T_ext` is highly correlated with `T_int` and 5 other fields	High correlation
`T_int` is highly correlated with `T_ext` and 5 other fields	High correlation
`BIPVT_outletT` is highly correlated with `T_ext` and 10 other fields	High correlation
`BIPVT_dT` is highly correlated with `BIPVT_outletT` and 6 other fields	High correlation
`BIPVT_heat` is highly correlated with `BIPVT_outletT` and 8 other fields	High correlation
`geo_heat` is highly correlated with `heating_total` and 5 other fields	High correlation
`heating_total` is highly correlated with `geo_heat` and 5 other fields	High correlation
`cooling_total` is highly correlated with `cooling_slab_ratio`	High correlation
`window_state` is highly correlated with `T_ext` and 4 other fields	High correlation
`cooling_slab_ratio` is highly correlated with `BIPVT_dT` and 2 other fields	High correlation
`T_slab` is highly correlated with `T_ext` and 4 other fields	High correlation
`T_room_air_over_slab` is highly correlated with `T_ext` and 6 other fields	High correlation
`T_room_air_no_slab` is highly correlated with `T_ext` and 5 other fields	High correlation
`cons` is highly correlated with `geo_heat` and 6 other fields	High correlation
`prod` is highly correlated with `BIPVT_outletT` and 6 other fields	High correlation
`cons_noHVAC` is highly correlated with `cons`	High correlation
`Q_slab_heating` is highly correlated with `geo_heat` and 5 other fields	High correlation
`Q_slab` is highly correlated with `geo_heat` and 5 other fields	High correlation
`Q_rest_heating` is highly correlated with `geo_heat` and 5 other fields	High correlation
`Q_rest` is highly correlated with `geo_heat` and 5 other fields	High correlation
`DNI` is highly correlated with `BIPVT_dT` and 4 other fields	High correlation
`GHI` is highly correlated with `BIPVT_outletT` and 6 other fields	High correlation
`DHI` is highly correlated with `BIPVT_heat` and 3 other fields	High correlation
`solar_projected_PV` is highly correlated with `BIPVT_outletT` and 6 other fields	High correlation
`T_ext` is highly correlated with `T_int` and 2 other fields	High correlation
`T_int` is highly correlated with `T_ext` and 4 other fields	High correlation
`BIPVT_outletT` is highly correlated with `T_ext` and 3 other fields	High correlation
`BIPVT_dT` is highly correlated with `BIPVT_heat`	High correlation
`BIPVT_heat` is highly correlated with `BIPVT_dT` and 5 other fields	High correlation
`geo_heat` is highly correlated with `heating_total` and 5 other fields	High correlation
`heating_total` is highly correlated with `geo_heat` and 5 other fields	High correlation
`cooling_total` is highly correlated with `cooling_slab_ratio`	High correlation
`cooling_slab_ratio` is highly correlated with `cooling_total`	High correlation
`T_slab` is highly correlated with `T_int` and 2 other fields	High correlation
`T_room_air_over_slab` is highly correlated with `T_int` and 3 other fields	High correlation
`T_room_air_no_slab` is highly correlated with `T_ext` and 4 other fields	High correlation
`cons` is highly correlated with `geo_heat` and 5 other fields	High correlation
`prod` is highly correlated with `BIPVT_heat` and 4 other fields	High correlation
`Q_slab_heating` is highly correlated with `geo_heat` and 5 other fields	High correlation
`Q_slab` is highly correlated with `geo_heat` and 5 other fields	High correlation
`Q_rest_heating` is highly correlated with `geo_heat` and 5 other fields	High correlation
`Q_rest` is highly correlated with `geo_heat` and 5 other fields	High correlation
`DNI` is highly correlated with `BIPVT_heat` and 4 other fields	High correlation
`GHI` is highly correlated with `BIPVT_heat` and 4 other fields	High correlation
`DHI` is highly correlated with `BIPVT_heat` and 4 other fields	High correlation
`solar_projected_PV` is highly correlated with `BIPVT_heat` and 4 other fields	High correlation
`T_ext` is highly correlated with `T_int` and 7 other fields	High correlation
`T_int` is highly correlated with `T_ext` and 18 other fields	High correlation
`BIPVT_outletT` is highly correlated with `T_ext` and 15 other fields	High correlation
`BIPVT_dT` is highly correlated with `T_int` and 9 other fields	High correlation
`BIPVT_heat` is highly correlated with `T_int` and 10 other fields	High correlation
`geo_heat` is highly correlated with `T_ext` and 12 other fields	High correlation
`heating_total` is highly correlated with `T_int` and 11 other fields	High correlation
`cooling_total` is highly correlated with `T_int` and 4 other fields	High correlation
`window_state` is highly correlated with `T_ext` and 10 other fields	High correlation
`heating_slab_ratio` is highly correlated with `T_ext` and 13 other fields	High correlation
`cooling_slab_ratio` is highly correlated with `T_int` and 10 other fields	High correlation
`T_slab` is highly correlated with `T_ext` and 10 other fields	High correlation
`T_room_air_over_slab` is highly correlated with `T_ext` and 19 other fields	High correlation
`T_room_air_no_slab` is highly correlated with `T_ext` and 15 other fields	High correlation
`cons` is highly correlated with `T_int` and 12 other fields	High correlation
`prod` is highly correlated with `BIPVT_outletT` and 8 other fields	High correlation
`cons_noHVAC` is highly correlated with `T_int` and 3 other fields	High correlation
`Q_slab_heating` is highly correlated with `T_int` and 9 other fields	High correlation
`Q_slab` is highly correlated with `T_int` and 9 other fields	High correlation
`Q_rest_heating` is highly correlated with `T_int` and 11 other fields	High correlation
`Q_rest` is highly correlated with `T_int` and 11 other fields	High correlation
`DNI` is highly correlated with `BIPVT_outletT` and 7 other fields	High correlation
`GHI` is highly correlated with `BIPVT_outletT` and 8 other fields	High correlation
`DHI` is highly correlated with `BIPVT_outletT` and 7 other fields	High correlation
`solar_projected_PV` is highly correlated with `BIPVT_outletT` and 7 other fields	High correlation
`window_state` is uniformly distributed	Uniform
`Datetime` has unique values	Unique
`window_state` has unique values	Unique
`T_room_air_no_slab` has unique values	Unique
`BIPVT_heat` has 5829 (67.5%) zeros	Zeros
`heating_total` has 152 (1.8%) zeros	Zeros
`cooling_total` has 8221 (95.2%) zeros	Zeros
`heating_slab_ratio` has 656 (7.6%) zeros	Zeros
`cooling_slab_ratio` has 8159 (94.4%) zeros	Zeros
`prod` has 5421 (62.7%) zeros	Zeros
`Q_slab_heating` has 706 (8.2%) zeros	Zeros
`Q_slab` has 615 (7.1%) zeros	Zeros
`Q_rest_heating` has 152 (1.8%) zeros	Zeros
`Q_rest` has 133 (1.5%) zeros	Zeros
`DNI` has 6088 (70.5%) zeros	Zeros
`GHI` has 4770 (55.2%) zeros	Zeros
`DHI` has 4767 (55.2%) zeros	Zeros
`solar_projected_PV` has 4739 (54.8%) zeros	Zeros

Reproduction

Analysis started	2022-03-30 17:14:34.267064
Analysis finished	2022-03-30 17:15:11.520196
Duration	37.25 seconds
Software version	pandas-profiling v3.1.0
Download configuration	config.json

Datetime
Date

UNIQUE

Distinct	8640
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	67.6 KiB

Minimum	2018-01-01 00:00:00
Maximum	2018-03-31 23:45:00

Histogram

Histogram with fixed size bins (bins=50)

T_ext
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	8602
Distinct (%)	99.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-4.792727486

Minimum	-24.472
Maximum	10.9368
Zeros	0
Zeros (%)	0.0%
Negative	6144
Negative (%)	71.1%
Memory size	67.6 KiB

Quantile statistics

Minimum	-24.472
5-th percentile	-18.263685
Q1	-9.6592375
median	-3.421715
Q3	0.6264055
95-th percentile	4.8676
Maximum	10.9368
Range	35.4088
Interquartile range (IQR)	10.285643

Descriptive statistics

Standard deviation	7.204247442
Coefficient of variation (CV)	-1.503162336
Kurtosis	-0.2721184933
Mean	-4.792727486
Median Absolute Deviation (MAD)	4.940175
Skewness	-0.5661264088
Sum	-41409.16548
Variance	51.90118121
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.10665	3	< 0.1%
-3.41063	2	< 0.1%
-3.00982	2	< 0.1%
1.62918	2	< 0.1%
-14.2969	2	< 0.1%
2.17874	2	< 0.1%
-2.61762	2	< 0.1%
-12.7085	2	< 0.1%
-10.945	2	< 0.1%
-14.0635	2	< 0.1%
Other values (8592)	8619	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-24.472	1	< 0.1%
-24.2663	1	< 0.1%
-24.2223	1	< 0.1%
-24.2134	1	< 0.1%
-24.2127	1	< 0.1%
-24.1285	1	< 0.1%
-24.1043	1	< 0.1%
-24.0731	1	< 0.1%
-24.0729	1	< 0.1%
-24.0707	1	< 0.1%

Value	Count	Frequency (%)
10.9368	1	< 0.1%
10.738	1	< 0.1%
10.4979	1	< 0.1%
10.4924	1	< 0.1%
10.0623	1	< 0.1%
9.99675	1	< 0.1%
9.86958	1	< 0.1%
9.84658	1	< 0.1%
9.78746	1	< 0.1%
9.74143	1	< 0.1%

T_int
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	7677
Distinct (%)	88.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.84396134

Minimum	17.5971
Maximum	23.2075
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	67.6 KiB

Quantile statistics

Minimum	17.5971
5-th percentile	18.92918
Q1	20.19865
median	20.9307
Q3	21.606525
95-th percentile	22.383925
Maximum	23.2075
Range	5.6104
Interquartile range (IQR)	1.407875

Descriptive statistics

Standard deviation	1.034490358
Coefficient of variation (CV)	0.04963021858
Kurtosis	0.1147397334
Mean	20.84396134
Median Absolute Deviation (MAD)	0.69725
Skewness	-0.5265581843
Sum	180091.826
Variance	1.0701703
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
21.176	4	< 0.1%
19.7242	4	< 0.1%
21.0869	4	< 0.1%
20.5274	3	< 0.1%
21.294	3	< 0.1%
21.6686	3	< 0.1%
21.6051	3	< 0.1%
21.4353	3	< 0.1%
21.1736	3	< 0.1%
21.1232	3	< 0.1%
Other values (7667)	8607	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
17.5971	1	< 0.1%
17.5984	1	< 0.1%
17.6025	1	< 0.1%
17.6224	1	< 0.1%
17.6244	1	< 0.1%
17.6342	1	< 0.1%
17.6396	1	< 0.1%
17.6591	1	< 0.1%
17.664	1	< 0.1%
17.6671	1	< 0.1%

Value	Count	Frequency (%)
23.2075	1	< 0.1%
23.1704	1	< 0.1%
23.152	1	< 0.1%
23.1514	1	< 0.1%
23.1276	1	< 0.1%
23.117	1	< 0.1%
23.0831	1	< 0.1%
23.0509	1	< 0.1%
23.034	1	< 0.1%
23.0278	1	< 0.1%

BIPVT_outletT
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	4317
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4651072052

Minimum	-21.294
Maximum	33.2042
Zeros	0
Zeros (%)	0.0%
Negative	3959
Negative (%)	45.8%
Memory size	67.6 KiB

Quantile statistics

Minimum	-21.294
5-th percentile	-13.939455
Q1	-5.65258
median	0.75148
Q3	4.63898
95-th percentile	18.67218
Maximum	33.2042
Range	54.4982
Interquartile range (IQR)	10.29156

Descriptive statistics

Standard deviation	9.144518318
Coefficient of variation (CV)	19.66109795
Kurtosis	0.6872126743
Mean	0.4651072052
Median Absolute Deviation (MAD)	4.908905
Skewness	0.4336048934
Sum	4018.526253
Variance	83.62221527
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.71435	19	0.2%
3.80398	17	0.2%
0.99246	16	0.2%
1.287	16	0.2%
2.41161	16	0.2%
3.96065	16	0.2%
4.16164	16	0.2%
0.51049	15	0.2%
4.01089	15	0.2%
0.00174	15	0.2%
Other values (4307)	8479	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-21.294	1	< 0.1%
-21.078	1	< 0.1%
-20.7532	1	< 0.1%
-20.6717	1	< 0.1%
-20.5183	1	< 0.1%
-20.5001	1	< 0.1%
-20.4671	1	< 0.1%
-20.4241	1	< 0.1%
-20.3725	1	< 0.1%
-20.3094	1	< 0.1%

Value	Count	Frequency (%)
33.2042	1	< 0.1%
33.0855	1	< 0.1%
32.8938	1	< 0.1%
32.8731	1	< 0.1%
32.5058	2	< 0.1%
32.3247	1	< 0.1%
32.273	1	< 0.1%
31.9625	1	< 0.1%
31.9367	1	< 0.1%
31.8332	1	< 0.1%

BIPVT_dT
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	8609
Distinct (%)	99.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.257834691

Minimum	-0.44238
Maximum	29.98461
Zeros	0
Zeros (%)	0.0%
Negative	8
Negative (%)	0.1%
Memory size	67.6 KiB

Quantile statistics

Minimum	-0.44238
5-th percentile	1.658103
Q1	2.4172945
median	3.21013
Q3	5.56366
95-th percentile	18.3738345
Maximum	29.98461
Range	30.42699
Interquartile range (IQR)	3.1463655

Descriptive statistics

Standard deviation	5.101538315
Coefficient of variation (CV)	0.9702736229
Kurtosis	5.011549387
Mean	5.257834691
Median Absolute Deviation (MAD)	1.0250735
Skewness	2.302267829
Sum	45427.69173
Variance	26.02569318
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.58925	2	< 0.1%
4.2006	2	< 0.1%
2.13775	2	< 0.1%
2.13411	2	< 0.1%
2.904551	2	< 0.1%
3.5502	2	< 0.1%
2.19847	2	< 0.1%
4.0967	2	< 0.1%
2.51351	2	< 0.1%
2.75927	2	< 0.1%
Other values (8599)	8620	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.44238	1	< 0.1%
-0.43814	1	< 0.1%
-0.30848	1	< 0.1%
-0.08103	1	< 0.1%
-0.05964	1	< 0.1%
-0.04726	1	< 0.1%
-0.03513	1	< 0.1%
-0.008567	1	< 0.1%
0.00435	1	< 0.1%
0.15735	1	< 0.1%

Value	Count	Frequency (%)
29.98461	1	< 0.1%
29.96079	1	< 0.1%
29.74388	1	< 0.1%
29.2702	1	< 0.1%
29.19145	1	< 0.1%
29.09977	1	< 0.1%
29.07275	1	< 0.1%
28.94397	1	< 0.1%
28.7809	1	< 0.1%
28.67294	1	< 0.1%

BIPVT_heat
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	2812
Distinct (%)	32.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.9368148

Minimum	-0.2431553461
Maximum	36.35643939
Zeros	5829
Zeros (%)	67.5%
Negative	8
Negative (%)	0.1%
Memory size	67.6 KiB

Quantile statistics

Minimum	-0.2431553461
5-th percentile	0
Q1	0
median	0
Q3	2.149817994
95-th percentile	10.9310382
Maximum	36.35643939
Range	36.59959473
Interquartile range (IQR)	2.149817994

Descriptive statistics

Standard deviation	4.15797474
Coefficient of variation (CV)	2.146810702
Kurtosis	11.53050685
Mean	1.9368148
Median Absolute Deviation (MAD)	0
Skewness	3.110833682
Sum	16734.07987
Variance	17.28875394
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5829	67.5%
2.27691473	1	< 0.1%
2.378139864	1	< 0.1%
2.35357039	1	< 0.1%
2.161600349	1	< 0.1%
2.057305405	1	< 0.1%
2.045119605	1	< 0.1%
2.006228931	1	< 0.1%
2.076045263	1	< 0.1%
2.208906206	1	< 0.1%
Other values (2802)	2802	32.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.2431553461	1	< 0.1%
-0.2408248188	1	< 0.1%
-0.1695568542	1	< 0.1%
-0.04453835548	1	< 0.1%
-0.03278128496	1	< 0.1%
-0.02597658497	1	< 0.1%
-0.01930929813	1	< 0.1%
-0.004708874384	1	< 0.1%
0	5829	67.5%
0.002390989094	1	< 0.1%

Value	Count	Frequency (%)
36.35643939	1	< 0.1%
33.68444757	1	< 0.1%
33.57826015	1	< 0.1%
33.02762263	1	< 0.1%
32.47603432	1	< 0.1%
32.21148045	1	< 0.1%
31.85281469	1	< 0.1%
30.53369181	1	< 0.1%
29.97047029	1	< 0.1%
29.92479387	1	< 0.1%

geo_heat
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	8555
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-24.4349891

Minimum	-96.62164936
Maximum	12.44983683
Zeros	70
Zeros (%)	0.8%
Negative	6578
Negative (%)	76.1%
Memory size	67.6 KiB

Quantile statistics

Minimum	-96.62164936
5-th percentile	-75.11178051
Q1	-39.54329731
median	-14.91677613
Q3	-2.828046736
95-th percentile	4.714932094
Maximum	12.44983683
Range	109.0714862
Interquartile range (IQR)	36.71525058

Descriptive statistics

Standard deviation	24.39128982
Coefficient of variation (CV)	-0.9982116104
Kurtosis	-0.5884400655
Mean	-24.4349891
Median Absolute Deviation (MAD)	19.51920393
Skewness	-0.5705375846
Sum	-211118.3058
Variance	594.9350189
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0	70	0.8%
4.294866613	3	< 0.1%
3.886701305	2	< 0.1%
4.268790536	2	< 0.1%
-15.0653329	2	< 0.1%
4.621263902	2	< 0.1%
-15.05327419	2	< 0.1%
4.268790536	2	< 0.1%
3.495935313	2	< 0.1%
4.26228575	2	< 0.1%
Other values (8545)	8551	99.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-96.62164936	1	< 0.1%
-96.50145237	1	< 0.1%
-96.31030215	1	< 0.1%
-95.79953492	1	< 0.1%
-95.6979709	1	< 0.1%
-95.12025401	1	< 0.1%
-95.1169387	1	< 0.1%
-94.96944565	1	< 0.1%
-94.86483828	1	< 0.1%
-94.83829959	1	< 0.1%

Value	Count	Frequency (%)
12.44983683	1	< 0.1%
8.564697818	1	< 0.1%
8.174456346	1	< 0.1%
7.667582916	1	< 0.1%
7.426017007	1	< 0.1%
7.389524874	1	< 0.1%
7.382574479	1	< 0.1%
7.305720296	1	< 0.1%
7.266402585	1	< 0.1%
7.249833153	1	< 0.1%

heating_total
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	8482
Distinct (%)	98.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	30.14558237

Minimum	0
Maximum	110.4903807
Zeros	152
Zeros (%)	1.8%
Negative	0
Negative (%)	0.0%
Memory size	67.6 KiB

Quantile statistics

Minimum	0
5-th percentile	2.291024121
Q1	7.612362204
median	19.34646854
Q3	48.16989177
95-th percentile	83.39915774
Maximum	110.4903807
Range	110.4903807
Interquartile range (IQR)	40.55752957

Descriptive statistics

Standard deviation	27.09271687
Coefficient of variation (CV)	0.898729258
Kurtosis	-0.3577237163
Mean	30.14558237
Median Absolute Deviation (MAD)	14.77523519
Skewness	0.8875393345
Sum	260457.8317
Variance	734.0153076
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	152	1.8%
36.03316162	3	< 0.1%
38.1814936	2	< 0.1%
38.27585706	2	< 0.1%
36.53279067	2	< 0.1%
37.30200836	2	< 0.1%
8.356952994	2	< 0.1%
38.02566763	1	< 0.1%
16.21898872	1	< 0.1%
20.11488473	1	< 0.1%
Other values (8472)	8472	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	152	1.8%
0.05401078064	1	< 0.1%
0.07496418437	1	< 0.1%
0.09670781773	1	< 0.1%
0.1260129655	1	< 0.1%
0.1270068912	1	< 0.1%
0.1364334211	1	< 0.1%
0.164754044	1	< 0.1%
0.2013849018	1	< 0.1%
0.229205399	1	< 0.1%

Value	Count	Frequency (%)
110.4903807	1	< 0.1%
110.1052102	1	< 0.1%
109.9584343	1	< 0.1%
108.5909674	1	< 0.1%
108.1560298	1	< 0.1%
107.021576	1	< 0.1%
106.730386	1	< 0.1%
106.5629829	1	< 0.1%
106.3408152	1	< 0.1%
106.1138803	1	< 0.1%

cooling_total
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	419
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.0002437765143

Minimum	-0.01213796114
Maximum	0
Zeros	8221
Zeros (%)	95.2%
Negative	419
Negative (%)	4.8%
Memory size	67.6 KiB

Quantile statistics

Minimum	-0.01213796114
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0.01213796114
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.001268066914
Coefficient of variation (CV)	-5.201759972
Kurtosis	30.55118416
Mean	-0.0002437765143
Median Absolute Deviation (MAD)	0
Skewness	-5.514760274
Sum	-2.106229083
Variance	1.607993698 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8221	95.2%
-0.006232740923	2	< 0.1%
-0.004514713755	1	< 0.1%
-0.004980545214	1	< 0.1%
-0.005766047714	1	< 0.1%
-0.005787187664	1	< 0.1%
-0.005764328197	1	< 0.1%
-0.005721542557	1	< 0.1%
-0.005693119945	1	< 0.1%
-0.005596118932	1	< 0.1%
Other values (409)	409	4.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.01213796114	1	< 0.1%
-0.01173738004	1	< 0.1%
-0.01161711099	1	< 0.1%
-0.01128617727	1	< 0.1%
-0.01126261262	1	< 0.1%
-0.01107209801	1	< 0.1%
-0.01105091979	1	< 0.1%
-0.01060805374	1	< 0.1%
-0.01059938586	1	< 0.1%
-0.01031679613	1	< 0.1%

Value	Count	Frequency (%)
0	8221	95.2%
-4.654051265 × 10^-7	1	< 0.1%
-3.824713529 × 10^-6	1	< 0.1%
-7.437269267 × 10^-6	1	< 0.1%
-1.230322559 × 10^-5	1	< 0.1%
-1.73427003 × 10^-5	1	< 0.1%
-1.966105972 × 10^-5	1	< 0.1%
-2.116351943 × 10^-5	1	< 0.1%
-2.753313128 × 10^-5	1	< 0.1%
-2.931266398 × 10^-5	1	< 0.1%

window_state
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIFORM
UNIQUE

Distinct	8640
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6013700313

Minimum	0.3359955766
Maximum	0.8667444861
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	67.6 KiB

Quantile statistics

Minimum	0.3359955766
5-th percentile	0.3625330221
Q1	0.468682804
median	0.6013700313
Q3	0.7340572587
95-th percentile	0.8402070406
Maximum	0.8667444861
Range	0.5307489095
Interquartile range (IQR)	0.2653744548

Descriptive statistics

Standard deviation	0.1532406154
Coefficient of variation (CV)	0.2548191752
Kurtosis	-1.2
Mean	0.6013700313
Median Absolute Deviation (MAD)	0.1327025865
Skewness	-4.572309354 × 10^-16
Sum	5195.837071
Variance	0.0234826862
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3359955766	1	< 0.1%
0.6895619586	1	< 0.1%
0.6904220679	1	< 0.1%
0.6903606316	1	< 0.1%
0.6902991952	1	< 0.1%
0.6902377588	1	< 0.1%
0.6901763224	1	< 0.1%
0.690114886	1	< 0.1%
0.6900534497	1	< 0.1%
0.6899920133	1	< 0.1%
Other values (8630)	8630	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.3359955766	1	< 0.1%
0.336057013	1	< 0.1%
0.3361184493	1	< 0.1%
0.3361798857	1	< 0.1%
0.3362413221	1	< 0.1%
0.3363027585	1	< 0.1%
0.3363641949	1	< 0.1%
0.3364256313	1	< 0.1%
0.3364870676	1	< 0.1%
0.336548504	1	< 0.1%

Value	Count	Frequency (%)
0.8667444861	1	< 0.1%
0.8666830497	1	< 0.1%
0.8666216133	1	< 0.1%
0.8665601769	1	< 0.1%
0.8664987406	1	< 0.1%
0.8664373042	1	< 0.1%
0.8663758678	1	< 0.1%
0.8663144314	1	< 0.1%
0.866252995	1	< 0.1%
0.8661915586	1	< 0.1%

heating_slab_ratio
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	7852
Distinct (%)	90.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2481104273

Minimum	0
Maximum	0.9671516879
Zeros	656
Zeros (%)	7.6%
Negative	0
Negative (%)	0.0%
Memory size	67.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.1279098414
median	0.2493956074
Q3	0.3329521761
95-th percentile	0.5263178048
Maximum	0.9671516879
Range	0.9671516879
Interquartile range (IQR)	0.2050423346

Descriptive statistics

Standard deviation	0.1524550664
Coefficient of variation (CV)	0.6144645676
Kurtosis	0.09797849444
Mean	0.2481104273
Median Absolute Deviation (MAD)	0.1023870197
Skewness	0.3663971308
Sum	2143.674092
Variance	0.02324254729
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	656	7.6%
0.1962897069	19	0.2%
0.5526468877	13	0.2%
0.3708797972	9	0.1%
0.2671695741	7	0.1%
0.2018447754	6	0.1%
0.1100806048	5	0.1%
0.44978353	4	< 0.1%
0.2023729651	4	< 0.1%
0.2023451545	4	< 0.1%
Other values (7842)	7913	91.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	656	7.6%
0.0001943318537	1	< 0.1%
0.0006146434652	1	< 0.1%
0.0007133104236	1	< 0.1%
0.0009349132531	1	< 0.1%
0.001103270823	1	< 0.1%
0.001106196932	1	< 0.1%
0.001115344858	1	< 0.1%
0.001174665623	1	< 0.1%
0.001237117582	1	< 0.1%

Value	Count	Frequency (%)
0.9671516879	1	< 0.1%
0.9457991289	1	< 0.1%
0.8604755491	1	< 0.1%
0.8318855303	1	< 0.1%
0.8301925612	1	< 0.1%
0.8265136218	1	< 0.1%
0.8256593303	1	< 0.1%
0.817665465	1	< 0.1%
0.7708371503	1	< 0.1%
0.7676497994	1	< 0.1%

cooling_slab_ratio
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	246
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.04770012104

Minimum	0
Maximum	2
Zeros	8159
Zeros (%)	94.4%
Negative	0
Negative (%)	0.0%
Memory size	67.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.5764444399
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2220712495
Coefficient of variation (CV)	4.655569936
Kurtosis	36.32875491
Mean	0.04770012104
Median Absolute Deviation (MAD)	0
Skewness	5.663692533
Sum	412.1290458
Variance	0.04931563984
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8159	94.4%
0.5992406569	164	1.9%
2	24	0.3%
0.3477199129	11	0.1%
0.5592833284	8	0.1%
0.8664021164	8	0.1%
1.913857693	7	0.1%
0.5918761205	6	0.1%
0.5913720668	6	0.1%
1.232000793	4	< 0.1%
Other values (236)	243	2.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8159	94.4%
0.01948107861	1	< 0.1%
0.1547547675	1	< 0.1%
0.3339637322	1	< 0.1%
0.3477199129	11	0.1%
0.3597629475	1	< 0.1%
0.3605595719	1	< 0.1%
0.3648879521	1	< 0.1%
0.3683336633	1	< 0.1%
0.3732809167	1	< 0.1%

Value	Count	Frequency (%)
2	24	0.3%
1.995409743	1	< 0.1%
1.954317135	1	< 0.1%
1.926207994	1	< 0.1%
1.913857693	7	0.1%
1.907658826	1	< 0.1%
1.889235312	1	< 0.1%
1.883056598	1	< 0.1%
1.808051176	1	< 0.1%
1.803715955	1	< 0.1%

T_slab
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	8637
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.5600075

Minimum	19.70397975
Maximum	22.7901175
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	67.6 KiB

Quantile statistics

Minimum	19.70397975
5-th percentile	20.43379633
Q1	21.16040993
median	21.61927514
Q3	22.02342568
95-th percentile	22.41168474
Maximum	22.7901175
Range	3.086137749
Interquartile range (IQR)	0.863015748

Descriptive statistics

Standard deviation	0.5988553869
Coefficient of variation (CV)	0.02777621422
Kurtosis	-0.1587959892
Mean	21.5600075
Median Absolute Deviation (MAD)	0.4291345925
Skewness	-0.5205032813
Sum	186278.4648
Variance	0.3586277745
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22.29121148	2	< 0.1%
22.28226873	2	< 0.1%
20.60929139	2	< 0.1%
20.44301568	1	< 0.1%
21.5409591	1	< 0.1%
21.60229522	1	< 0.1%
21.5875173	1	< 0.1%
21.55755371	1	< 0.1%
21.54194386	1	< 0.1%
21.52025979	1	< 0.1%
Other values (8627)	8627	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
19.70397975	1	< 0.1%
19.70718192	1	< 0.1%
19.71180691	1	< 0.1%
19.71547964	1	< 0.1%
19.71758865	1	< 0.1%
19.72021204	1	< 0.1%
19.72231831	1	< 0.1%
19.72905829	1	< 0.1%
19.73447585	1	< 0.1%
19.73583583	1	< 0.1%

Value	Count	Frequency (%)
22.7901175	1	< 0.1%
22.78558894	1	< 0.1%
22.77578332	1	< 0.1%
22.76782452	1	< 0.1%
22.76635313	1	< 0.1%
22.76367955	1	< 0.1%
22.7618009	1	< 0.1%
22.75971543	1	< 0.1%
22.75723109	1	< 0.1%
22.75651614	1	< 0.1%

T_room_air_over_slab
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	8627
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.55716276

Minimum	17.02869397
Maximum	23.72434048
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	67.6 KiB

Quantile statistics

Minimum	17.02869397
5-th percentile	18.44513436
Q1	19.80015986
median	20.57417391
Q3	21.34816608
95-th percentile	22.55153595
Maximum	23.72434048
Range	6.695646506
Interquartile range (IQR)	1.548006225

Descriptive statistics

Standard deviation	1.203596393
Coefficient of variation (CV)	0.0585487602
Kurtosis	0.01306893485
Mean	20.55716276
Median Absolute Deviation (MAD)	0.7740304497
Skewness	-0.1875604847
Sum	177613.8863
Variance	1.448644277
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20.1188979	2	< 0.1%
17.79593485	2	< 0.1%
19.37701013	2	< 0.1%
19.63504431	2	< 0.1%
19.75135982	2	< 0.1%
17.13555139	2	< 0.1%
20.50291999	2	< 0.1%
18.67230534	2	< 0.1%
21.02096256	2	< 0.1%
19.05126061	2	< 0.1%
Other values (8617)	8620	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
17.02869397	1	< 0.1%
17.04986018	1	< 0.1%
17.05047261	1	< 0.1%
17.05192454	1	< 0.1%
17.05580289	1	< 0.1%
17.08404987	1	< 0.1%
17.09343558	1	< 0.1%
17.09518925	1	< 0.1%
17.10473775	1	< 0.1%
17.12702332	1	< 0.1%

Value	Count	Frequency (%)
23.72434048	1	< 0.1%
23.70107695	1	< 0.1%
23.68735576	1	< 0.1%
23.67404135	1	< 0.1%
23.62349594	1	< 0.1%
23.61592542	1	< 0.1%
23.60605787	1	< 0.1%
23.59927551	1	< 0.1%
23.59803199	1	< 0.1%
23.58422738	1	< 0.1%

T_room_air_no_slab
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	8640
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.98017843

Minimum	17.82007547
Maximum	22.96202283
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	67.6 KiB

Quantile statistics

Minimum	17.82007547
5-th percentile	19.16644081
Q1	20.38126695
median	21.09731531
Q3	21.72285813
95-th percentile	22.3263839
Maximum	22.96202283
Range	5.141947359
Interquartile range (IQR)	1.341591185

Descriptive statistics

Standard deviation	0.9658488432
Coefficient of variation (CV)	0.04603625495
Kurtosis	0.2486110596
Mean	20.98017843
Median Absolute Deviation (MAD)	0.658812973
Skewness	-0.6830356249
Sum	181268.7416
Variance	0.932863988
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.68692597	1	< 0.1%
21.49493274	1	< 0.1%
21.09628335	1	< 0.1%
21.11841151	1	< 0.1%
21.14586106	1	< 0.1%
21.18867661	1	< 0.1%
21.21253734	1	< 0.1%
21.27648111	1	< 0.1%
21.30819694	1	< 0.1%
21.33229217	1	< 0.1%
Other values (8630)	8630	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
17.82007547	1	< 0.1%
17.83286851	1	< 0.1%
17.83631911	1	< 0.1%
17.85265971	1	< 0.1%
17.86051742	1	< 0.1%
17.87575253	1	< 0.1%
17.87809334	1	< 0.1%
17.89813664	1	< 0.1%
17.89830176	1	< 0.1%
17.91181372	1	< 0.1%

Value	Count	Frequency (%)
22.96202283	1	< 0.1%
22.93119185	1	< 0.1%
22.93077025	1	< 0.1%
22.89772886	1	< 0.1%
22.88853033	1	< 0.1%
22.87699356	1	< 0.1%
22.86117556	1	< 0.1%
22.85522292	1	< 0.1%
22.8548853	1	< 0.1%
22.8528168	1	< 0.1%

cons
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	4151
Distinct (%)	48.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.51416736

Minimum	0
Maximum	44.12
Zeros	3
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	67.6 KiB

Quantile statistics

Minimum	0
5-th percentile	9.3944
Q1	12.92
median	20.64
Q3	27.108
95-th percentile	33.682
Maximum	44.12
Range	44.12
Interquartile range (IQR)	14.188

Descriptive statistics

Standard deviation	8.088408734
Coefficient of variation (CV)	0.3942840375
Kurtosis	-1.094266713
Mean	20.51416736
Median Absolute Deviation (MAD)	7.2
Skewness	0.1980589595
Sum	177242.406
Variance	65.42235585
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14	56	0.6%
12	37	0.4%
10	33	0.4%
10.4	33	0.4%
13.6	30	0.3%
9.6	30	0.3%
13.2	26	0.3%
14.4	23	0.3%
11.6	23	0.3%
12.4	22	0.3%
Other values (4141)	8327	96.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3	< 0.1%
3.12	1	< 0.1%
4.56	1	< 0.1%
6.04	1	< 0.1%
6.12	1	< 0.1%
6.16	1	< 0.1%
6.28	1	< 0.1%
6.4	1	< 0.1%
6.56	1	< 0.1%
6.56	1	< 0.1%

Value	Count	Frequency (%)
44.12	1	< 0.1%
42.84	1	< 0.1%
41.04	1	< 0.1%
40.92	1	< 0.1%
40.36	1	< 0.1%
40.16	1	< 0.1%
40.1	1	< 0.1%
40.08	1	< 0.1%
40	1	< 0.1%
39.976	1	< 0.1%

prod
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	2386
Distinct (%)	27.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.01192593

Minimum	0
Maximum	96.04
Zeros	5421
Zeros (%)	62.7%
Negative	0
Negative (%)	0.0%
Memory size	67.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	7.44
95-th percentile	67.722
Maximum	96.04
Range	96.04
Interquartile range (IQR)	7.44

Descriptive statistics

Standard deviation	21.23573538
Coefficient of variation (CV)	2.121043996
Kurtosis	5.207195324
Mean	10.01192593
Median Absolute Deviation (MAD)	0
Skewness	2.453382872
Sum	86503.04
Variance	450.956457
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5421	62.7%
0.08	15	0.2%
0.04	13	0.2%
1	10	0.1%
0.16	10	0.1%
0.04	10	0.1%
2.52	9	0.1%
0.12	8	0.1%
0.4	8	0.1%
0.12	8	0.1%
Other values (2376)	3128	36.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5421	62.7%
0.004	1	< 0.1%
0.008	2	< 0.1%
0.012	1	< 0.1%
0.016	1	< 0.1%
0.02	1	< 0.1%
0.0213444	1	< 0.1%
0.024	1	< 0.1%
0.0384	1	< 0.1%
0.039278	1	< 0.1%

Value	Count	Frequency (%)
96.04	1	< 0.1%
95.32	1	< 0.1%
94.76	1	< 0.1%
94.6	1	< 0.1%
94.4	1	< 0.1%
93.92	1	< 0.1%
93.64	2	< 0.1%
93.4	1	< 0.1%
93.28	1	< 0.1%
93.24	1	< 0.1%

cons_noHVAC
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	8593
Distinct (%)	99.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.91409666

Minimum	0
Maximum	35.74111152
Zeros	38
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	67.6 KiB

Quantile statistics

Minimum	0
5-th percentile	5.637140476
Q1	9.009799791
median	12.32595261
Q3	16.438703
95-th percentile	22.0944607
Maximum	35.74111152
Range	35.74111152
Interquartile range (IQR)	7.42890321

Descriptive statistics

Standard deviation	5.205979674
Coefficient of variation (CV)	0.4031237964
Kurtosis	-0.07656810137
Mean	12.91409666
Median Absolute Deviation (MAD)	3.619258778
Skewness	0.3922378036
Sum	111577.7952
Variance	27.10222436
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	38	0.4%
14.44	3	< 0.1%
10.36	2	< 0.1%
9.96	2	< 0.1%
15	2	< 0.1%
9.48	2	< 0.1%
13	2	< 0.1%
14.44	2	< 0.1%
12	2	< 0.1%
11.2	2	< 0.1%
Other values (8583)	8583	99.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	38	0.4%
0.03573958954	1	< 0.1%
0.05043293021	1	< 0.1%
0.1020577319	1	< 0.1%
0.1163347214	1	< 0.1%
0.1787384687	1	< 0.1%
0.1837499397	1	< 0.1%
0.1899315419	1	< 0.1%
0.2771238233	1	< 0.1%
0.3217731657	1	< 0.1%

Value	Count	Frequency (%)
35.74111152	1	< 0.1%
34.31015024	1	< 0.1%
32.77146163	1	< 0.1%
31.51187118	1	< 0.1%
31.29476706	1	< 0.1%
31.17490633	1	< 0.1%
31.09321006	1	< 0.1%
31	1	< 0.1%
30.95623253	1	< 0.1%
30.86903954	1	< 0.1%

Q_slab_heating
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	7833
Distinct (%)	90.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8010.817787

Minimum	0
Maximum	27271.39662
Zeros	706
Zeros (%)	8.2%
Negative	0
Negative (%)	0.0%
Memory size	67.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	994.3992433
median	4929.266177
Q3	15253.90581
95-th percentile	21561.39391
Maximum	27271.39662
Range	27271.39662
Interquartile range (IQR)	14259.50657

Descriptive statistics

Standard deviation	7671.752628
Coefficient of variation (CV)	0.9576740892
Kurtosis	-1.127216146
Mean	8010.817787
Median Absolute Deviation (MAD)	4642.79028
Skewness	0.5816650772
Sum	69213465.68
Variance	58855788.38
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	706	8.2%
889.2955578	10	0.1%
7603.85349	6	0.1%
7529.215498	4	< 0.1%
735.9626061	3	< 0.1%
812.5994467	3	< 0.1%
904.6466342	3	< 0.1%
7380.227692	3	< 0.1%
873.9444815	3	< 0.1%
7603.85349	3	< 0.1%
Other values (7823)	7896	91.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	706	8.2%
2.255319989	1	< 0.1%
3.340514143	1	< 0.1%
3.833898282	1	< 0.1%
4.638579567	1	< 0.1%
5.680916111	1	< 0.1%
7.184164096	1	< 0.1%
8.600521467	1	< 0.1%
9.084338189	1	< 0.1%
9.201114782	1	< 0.1%

Value	Count	Frequency (%)
27271.39662	1	< 0.1%
26557.00441	1	< 0.1%
26533.08567	1	< 0.1%
26473.72109	1	< 0.1%
26403.40576	1	< 0.1%
26181.79721	1	< 0.1%
26114.65183	1	< 0.1%
26090.44492	1	< 0.1%
26014.07786	1	< 0.1%
25989.58276	1	< 0.1%

Q_slab
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	7913
Distinct (%)	91.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.012485022

Minimum	0
Maximum	27.27139662
Zeros	615
Zeros (%)	7.1%
Negative	0
Negative (%)	0.0%
Memory size	67.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.9964538381
median	4.929266177
Q3	15.25390581
95-th percentile	21.56139391
Maximum	27.27139662
Range	27.27139662
Interquartile range (IQR)	14.25745198

Descriptive statistics

Standard deviation	7.670426355
Coefficient of variation (CV)	0.957309291
Kurtosis	-1.126930477
Mean	8.012485022
Median Absolute Deviation (MAD)	4.64279028
Skewness	0.5817496877
Sum	69227.87059
Variance	58.83544047
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	615	7.1%
0.8892955578	10	0.1%
7.60385349	6	0.1%
7.380227692	6	0.1%
7.529215498	4	< 0.1%
0.8125994467	3	< 0.1%
0.8739444815	3	< 0.1%
0.8586526757	3	< 0.1%
0.9506405926	3	< 0.1%
0.9046466342	3	< 0.1%
Other values (7903)	7984	92.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	615	7.1%
5.531297415 × 10^-8	1	< 0.1%
8.967896467 × 10^-7	1	< 0.1%
1.016192557 × 10^-5	1	< 0.1%
1.280601479 × 10^-5	1	< 0.1%
2.972431962 × 10^-5	1	< 0.1%
9.578809636 × 10^-5	1	< 0.1%
0.0001364110951	1	< 0.1%
0.0002120690214	1	< 0.1%
0.0002435661179	1	< 0.1%

Value	Count	Frequency (%)
27.27139662	1	< 0.1%
26.55700441	1	< 0.1%
26.53308567	1	< 0.1%
26.47372109	1	< 0.1%
26.40340576	1	< 0.1%
26.18179721	1	< 0.1%
26.11465183	1	< 0.1%
26.09044492	1	< 0.1%
26.01407786	1	< 0.1%
25.98958276	1	< 0.1%

Q_rest_heating
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	8482
Distinct (%)	98.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22.13476458

Minimum	0
Maximum	84.64606885
Zeros	152
Zeros (%)	1.8%
Negative	0
Negative (%)	0.0%
Memory size	67.6 KiB

Quantile statistics

Minimum	0
5-th percentile	1.511896849
Q1	5.962537988
median	13.12507756
Q3	34.03316628
95-th percentile	64.26647014
Maximum	84.64606885
Range	84.64606885
Interquartile range (IQR)	28.07062829

Descriptive statistics

Standard deviation	20.31718396
Coefficient of variation (CV)	0.9178857033
Kurtosis	-0.1289944646
Mean	22.13476458
Median Absolute Deviation (MAD)	9.885208827
Skewness	0.9796131868
Sum	191244.366
Variance	412.7879639
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	152	1.8%
28.80220992	3	< 0.1%
30.68685942	2	< 0.1%
30.67200357	2	< 0.1%
29.36177989	2	< 0.1%
29.77279286	2	< 0.1%
7.437014554	2	< 0.1%
30.42181414	1	< 0.1%
10.00135312	1	< 0.1%
12.12463586	1	< 0.1%
Other values (8472)	8472	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	152	1.8%
0.03038224556	1	< 0.1%
0.05401078064	1	< 0.1%
0.07496418437	1	< 0.1%
0.07817196988	1	< 0.1%
0.0951338609	1	< 0.1%
0.0982392426	1	< 0.1%
0.1260129655	1	< 0.1%
0.1270068912	1	< 0.1%
0.1575698799	1	< 0.1%

Value	Count	Frequency (%)
84.64606885	1	< 0.1%
84.37572886	1	< 0.1%
84.11562746	1	< 0.1%
83.89863346	1	< 0.1%
82.64317037	1	< 0.1%
82.06558488	1	< 0.1%
81.79307023	1	< 0.1%
81.71964856	1	< 0.1%
81.19418991	1	< 0.1%
80.95321823	1	< 0.1%

Q_rest
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	8501
Distinct (%)	98.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22.13285357

Minimum	-0.05862400624
Maximum	84.64606885
Zeros	133
Zeros (%)	1.5%
Negative	19
Negative (%)	0.2%
Memory size	67.6 KiB

Quantile statistics

Minimum	-0.05862400624
5-th percentile	1.511896849
Q1	5.962537988
median	13.12507756
Q3	34.03316628
95-th percentile	64.26647014
Maximum	84.64606885
Range	84.70469286
Interquartile range (IQR)	28.07062829

Descriptive statistics

Standard deviation	20.31786949
Coefficient of variation (CV)	0.9179959299
Kurtosis	-0.1289662145
Mean	22.13285357
Median Absolute Deviation (MAD)	9.885208827
Skewness	0.979700739
Sum	191227.8548
Variance	412.8158208
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	133	1.5%
28.80220992	3	< 0.1%
7.437014554	2	< 0.1%
29.36177989	2	< 0.1%
30.67200357	2	< 0.1%
29.77279286	2	< 0.1%
30.68685942	2	< 0.1%
13.70069171	1	< 0.1%
8.71129005	1	< 0.1%
9.734124355	1	< 0.1%
Other values (8491)	8491	98.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.05862400624	1	< 0.1%
-0.05854184523	1	< 0.1%
-0.05692375061	1	< 0.1%
-0.05572299275	1	< 0.1%
-0.05237095832	1	< 0.1%
-0.05156911444	1	< 0.1%
-0.05128468741	1	< 0.1%
-0.04964230757	1	< 0.1%
-0.04856893076	1	< 0.1%
-0.04835597123	1	< 0.1%

Value	Count	Frequency (%)
84.64606885	1	< 0.1%
84.37572886	1	< 0.1%
84.11562746	1	< 0.1%
83.89863346	1	< 0.1%
82.64317037	1	< 0.1%
82.06558488	1	< 0.1%
81.79307023	1	< 0.1%
81.71964856	1	< 0.1%
81.19418991	1	< 0.1%
80.95321823	1	< 0.1%

DNI
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	2547
Distinct (%)	29.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1008759452

Minimum	0
Maximum	1.045
Zeros	6088
Zeros (%)	70.5%
Negative	0
Negative (%)	0.0%
Memory size	67.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.0005857175
95-th percentile	0.800056
Maximum	1.045
Range	1.045
Interquartile range (IQR)	0.0005857175

Descriptive statistics

Standard deviation	0.2470973989
Coefficient of variation (CV)	2.449517557
Kurtosis	4.324431374
Mean	0.1008759452
Median Absolute Deviation (MAD)	0
Skewness	2.397710371
Sum	871.5681667
Variance	0.06105712452
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6088	70.5%
0.7863966667	2	< 0.1%
0.6389966667	2	< 0.1%
0.73728	2	< 0.1%
0.8433733333	2	< 0.1%
0.79893	2	< 0.1%
0.05139533333	2	< 0.1%
0.0332054	1	< 0.1%
0.0140602	1	< 0.1%
0.02699433333	1	< 0.1%
Other values (2537)	2537	29.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6088	70.5%
4.211 × 10^-8	1	< 0.1%
1.05 × 10^-7	1	< 0.1%
1.782566667 × 10^-7	1	< 0.1%
5.867666667 × 10^-7	1	< 0.1%
6.811333333 × 10^-7	1	< 0.1%
9.325333333 × 10^-7	1	< 0.1%
9.64 × 10^-7	1	< 0.1%
1.121066667 × 10^-6	1	< 0.1%
1.225933333 × 10^-6	1	< 0.1%

Value	Count	Frequency (%)
1.045	1	< 0.1%
1.044266667	1	< 0.1%
1.042966667	1	< 0.1%
1.042766667	1	< 0.1%
1.041833333	1	< 0.1%
1.0404	1	< 0.1%
1.0356	1	< 0.1%
1.0328	1	< 0.1%
1.030833333	1	< 0.1%
1.030333333	1	< 0.1%

GHI
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	3854
Distinct (%)	44.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1071679716

Minimum	0
Maximum	0.9227166667
Zeros	4770
Zeros (%)	55.2%
Negative	0
Negative (%)	0.0%
Memory size	67.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.1520933333
95-th percentile	0.5306965
Maximum	0.9227166667
Range	0.9227166667
Interquartile range (IQR)	0.1520933333

Descriptive statistics

Standard deviation	0.1844387649
Coefficient of variation (CV)	1.721025062
Kurtosis	3.225977156
Mean	0.1071679716
Median Absolute Deviation (MAD)	0
Skewness	1.951289882
Sum	925.9312743
Variance	0.03401765798
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4770	55.2%
0.1168233333	2	< 0.1%
0.1913	2	< 0.1%
0.1242366667	2	< 0.1%
0.1500766667	2	< 0.1%
0.11501	2	< 0.1%
0.1833966667	2	< 0.1%
0.41253	2	< 0.1%
0.14815	2	< 0.1%
0.2816933333	2	< 0.1%
Other values (3844)	3852	44.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4770	55.2%
8.999 × 10^-7	1	< 0.1%
6.184666667 × 10^-6	1	< 0.1%
1.217066667 × 10^-5	1	< 0.1%
1.264466667 × 10^-5	1	< 0.1%
2.475833333 × 10^-5	1	< 0.1%
3.1892 × 10^-5	1	< 0.1%
3.2459 × 10^-5	1	< 0.1%
4.068 × 10^-5	1	< 0.1%
4.508333333 × 10^-5	1	< 0.1%

Value	Count	Frequency (%)
0.9227166667	1	< 0.1%
0.9026366667	1	< 0.1%
0.8649166667	1	< 0.1%
0.85812	1	< 0.1%
0.8571	1	< 0.1%
0.85681	1	< 0.1%
0.85379	1	< 0.1%
0.8522666667	1	< 0.1%
0.85117	1	< 0.1%
0.85107	1	< 0.1%

DHI
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	3852
Distinct (%)	44.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.06104391618

Minimum	0
Maximum	0.5732333333
Zeros	4767
Zeros (%)	55.2%
Negative	0
Negative (%)	0.0%
Memory size	67.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.08988091667
95-th percentile	0.2957441667
Maximum	0.5732333333
Range	0.5732333333
Interquartile range (IQR)	0.08988091667

Descriptive statistics

Standard deviation	0.1027235492
Coefficient of variation (CV)	1.682781113
Kurtosis	3.757989784
Mean	0.06104391618
Median Absolute Deviation (MAD)	0
Skewness	2.006705506
Sum	527.4194358
Variance	0.01055212756
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4767	55.2%
0.1040933333	2	< 0.1%
0.1089	2	< 0.1%
0.1614866667	2	< 0.1%
0.2476333333	2	< 0.1%
0.029768	2	< 0.1%
0.2771333333	2	< 0.1%
0.09261333333	2	< 0.1%
0.1329233333	2	< 0.1%
0.25523	2	< 0.1%
Other values (3842)	3855	44.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4767	55.2%
6.49 × 10^-6	1	< 0.1%
8.255666667 × 10^-6	1	< 0.1%
8.333333333 × 10^-6	1	< 0.1%
1.031033333 × 10^-5	1	< 0.1%
1.057033333 × 10^-5	1	< 0.1%
1.6926 × 10^-5	1	< 0.1%
2.0794 × 10^-5	1	< 0.1%
2.3233 × 10^-5	1	< 0.1%
2.330966667 × 10^-5	1	< 0.1%

Value	Count	Frequency (%)
0.5732333333	1	< 0.1%
0.5709433333	1	< 0.1%
0.5681066667	1	< 0.1%
0.5597233333	1	< 0.1%
0.55764	1	< 0.1%
0.55705	1	< 0.1%
0.5556566667	1	< 0.1%
0.5521266667	1	< 0.1%
0.5514333333	1	< 0.1%
0.5501866667	1	< 0.1%

solar_projected_PV
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	3900
Distinct (%)	45.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1273272138

Minimum	0
Maximum	1.104403775
Zeros	4739
Zeros (%)	54.8%
Negative	0
Negative (%)	0.0%
Memory size	67.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.1499829514
95-th percentile	0.7337408507
Maximum	1.104403775
Range	1.104403775
Interquartile range (IQR)	0.1499829514

Descriptive statistics

Standard deviation	0.2346426623
Coefficient of variation (CV)	1.842831985
Kurtosis	3.758777846
Mean	0.1273272138
Median Absolute Deviation (MAD)	0
Skewness	2.129725087
Sum	1100.107128
Variance	0.05505717896
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4739	54.8%
0.1594670243	2	< 0.1%
0.2385860027	2	< 0.1%
0.1848309886	1	< 0.1%
0.6541078718	1	< 0.1%
0.5092213185	1	< 0.1%
0.4561646651	1	< 0.1%
0.4582032106	1	< 0.1%
0.5182106665	1	< 0.1%
0.4096748634	1	< 0.1%
Other values (3890)	3890	45.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4739	54.8%
2.341195842 × 10^-7	1	< 0.1%
4.400890866 × 10^-7	1	< 0.1%
1.127449326 × 10^-6	1	< 0.1%
1.792654775 × 10^-6	1	< 0.1%
3.890610845 × 10^-6	1	< 0.1%
4.00220563 × 10^-6	1	< 0.1%
4.982308728 × 10^-6	1	< 0.1%
5.83657223 × 10^-6	1	< 0.1%
6.164051907 × 10^-6	1	< 0.1%

Value	Count	Frequency (%)
1.104403775	1	< 0.1%
1.104340799	1	< 0.1%
1.102057043	1	< 0.1%
1.095068919	1	< 0.1%
1.093153767	1	< 0.1%
1.079070958	1	< 0.1%
1.076960951	1	< 0.1%
1.066644705	1	< 0.1%
1.065693997	1	< 0.1%
1.063683249	1	< 0.1%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	Datetime	T_ext	T_int	BIPVT_outletT	BIPVT_dT	geo_heat	heating_total	window_state	heating_slab_ratio	T_slab	T_room_air_over_slab	T_room_air_no_slab	cons	cons_noHVAC	Q_slab_heating	Q_slab	Q_rest_heating	Q_rest
0	2018-01-01 00:00:00	-21.8566	18.4578	-18.6184	3.2382	-54.118034	38.025668	0.335996	0.199966	20.443016	17.975386	18.686926	11.24672	1.740303	7603.853490	7.603853	30.421814	30.421814
1	2018-01-01 00:15:00	-21.8434	18.4086	-18.6614	3.1820	-50.619191	26.322083	0.336057	0.282259	20.434757	17.961481	18.620962	13.07532	6.494799	7429.656592	7.429657	18.892426	18.892426
2	2018-01-01 00:30:00	-21.9561	18.3142	-18.6459	3.3102	-9.066210	13.017722	0.336118	0.293446	20.434164	17.880219	18.520322	16.32664	13.072209	3819.993391	3.819993	9.197729	9.197729
3	2018-01-01 00:45:00	-22.0408	18.2528	-18.7473	3.2935	-37.896533	10.618306	0.336180	0.281554	20.417717	17.824578	18.456187	15.91600	13.261424	2989.624193	2.989624	7.628682	7.628682
4	2018-01-01 01:00:00	-22.1299	18.1697	-18.6353	3.4946	-34.623417	10.781639	0.336241	0.268706	20.397102	17.783593	18.353084	17.24240	14.546990	2897.089583	2.897090	7.884549	7.884549
5	2018-01-01 01:15:00	-22.1225	18.0864	-19.1773	2.9452	-35.403299	11.025475	0.336303	0.266937	20.384418	17.709359	18.265479	14.63920	11.882831	2943.104045	2.943104	8.082371	8.082371
6	2018-01-01 01:30:00	-22.2003	18.0797	-19.1343	3.0660	-28.578347	23.559017	0.336364	0.262932	20.362845	17.707767	18.256352	12.27200	6.382246	6194.422251	6.194422	17.364595	17.364595
7	2018-01-01 01:45:00	-22.2672	18.0251	-19.0668	3.2004	-13.220691	7.184239	0.336426	0.258252	20.348134	17.665579	18.195857	15.69360	13.897540	1855.343489	1.855343	5.328895	5.328895
8	2018-01-01 02:00:00	-22.3025	17.9713	-19.1773	3.1252	-36.995173	10.836623	0.336487	0.251651	20.329767	17.634349	18.131337	16.06400	13.354844	2727.047269	2.727047	8.109576	8.109576
9	2018-01-01 02:15:00	-22.3690	17.9164	-19.2633	3.1057	-35.272699	11.954277	0.336549	0.260536	20.309320	17.534860	18.097615	15.82720	12.838631	3114.518363	3.114518	8.839758	8.839758

Last rows

	Datetime	T_ext	T_int	BIPVT_outletT	BIPVT_dT	geo_heat	heating_total	window_state	T_slab	T_room_air_over_slab	T_room_air_no_slab	cons	cons_noHVAC	Q_rest_heating	Q_rest
8630	2018-03-31 21:30:00	5.57185	21.9522	8.85973	3.28788	-14.024221	0.000000	0.866192	22.228897	21.855084	21.998326	15.64	15.640000	0.000000	0.000000
8631	2018-03-31 21:45:00	6.18041	21.9360	9.17610	2.99569	-13.174282	0.000000	0.866253	22.219188	21.836291	21.983357	12.48	12.480000	0.000000	0.000000
8632	2018-03-31 22:00:00	6.48360	21.8800	9.68490	3.20130	5.067400	0.000000	0.866314	22.208498	21.738639	21.947140	10.24	10.240000	0.000000	0.000000
8633	2018-03-31 22:15:00	6.69617	21.8595	9.17610	2.47993	4.901712	2.459526	0.866376	22.200248	21.706813	21.932020	10.32	9.705119	2.459526	2.459526
8634	2018-03-31 22:30:00	6.80660	21.8548	9.18790	2.38130	4.287168	2.336177	0.866437	22.191132	21.704846	21.926022	10.28	9.695956	2.336177	2.336177
8635	2018-03-31 22:45:00	6.78019	21.8058	9.10340	2.32321	5.068725	3.366733	0.866499	22.181386	21.669384	21.870592	10.40	9.558317	3.366733	3.366733
8636	2018-03-31 23:00:00	6.62428	21.7633	9.34570	2.72142	4.669325	3.788873	0.866560	22.156396	21.614539	21.833955	11.00	10.052782	3.788873	3.788873
8637	2018-03-31 23:15:00	6.42016	21.7559	8.75923	2.33907	5.040213	4.080173	0.866622	22.134998	21.599887	21.829999	10.16	9.139957	4.080173	4.080173
8638	2018-03-31 23:30:00	6.10492	21.7272	9.10340	2.99848	4.652008	4.264402	0.866683	22.112682	21.554940	21.809016	10.16	9.093900	4.264402	4.264402
8639	2018-03-31 23:45:00	6.02783	21.7182	8.70899	2.68116	4.611867	4.346643	0.866744	22.100586	21.548938	21.798592	10.36	9.273339	4.346643	4.346643

Overview

Variables

Interactions

Correlations

Spearman's ρ

Pearson's r

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows